Decorrelating Ambiguities in SAR Interferometry Through Slight PRI Variation
Synthetic aperture radar (SAR) interferometry is a well-established technique for producing high-resolution digital elevation models (DEMs) of the Earth's surface and measuring displacements on different time scales. Observations of SAR interferograms, however, show that azimuth ambiguities can...
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description | Synthetic aperture radar (SAR) interferometry is a well-established technique for producing high-resolution digital elevation models (DEMs) of the Earth's surface and measuring displacements on different time scales. Observations of SAR interferograms, however, show that azimuth ambiguities can be coherently imaged and may lead to phase biases and coherence losses that significantly degrade the interferometric performance. Whereas imposing very low ambiguity levels may represent a severe design constraint for a spaceborne SAR system, a slight variation of the pulse repetition interval (PRI) is a new, simple, yet effective technique to decorrelate ambiguities, which, in turn, reduces the phase biases and coherence losses without substantially affecting the imaged swath width. An additional benefit of the PRI variation is that range ambiguities also become decorrelated. This article addresses two cases. For the repeat-pass case, slightly different pulse repetition frequencies (PRFs) can be used for the two acquisitions, and the minimum required PRF difference can be analytically derived resorting to the power spectral density of the ambiguous signals. For the single-pass case, a slight variation of the PRI during the common acquisition is an effective solution in case an along-track baseline is present. In particular, a square wave PRI variation scheme outperforms sinusoidal or random ones. Finally, simulations using TanDEM-X data are presented to show the improvement in interferogram and DEM quality resulting from ambiguity decorrelation. This work is relevant for the design of future spaceborne interferometric SAR systems and for the enhanced exploitation of current ones. |
doi_str_mv | 10.1109/TGRS.2022.3227316 |
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Observations of SAR interferograms, however, show that azimuth ambiguities can be coherently imaged and may lead to phase biases and coherence losses that significantly degrade the interferometric performance. Whereas imposing very low ambiguity levels may represent a severe design constraint for a spaceborne SAR system, a slight variation of the pulse repetition interval (PRI) is a new, simple, yet effective technique to decorrelate ambiguities, which, in turn, reduces the phase biases and coherence losses without substantially affecting the imaged swath width. An additional benefit of the PRI variation is that range ambiguities also become decorrelated. This article addresses two cases. For the repeat-pass case, slightly different pulse repetition frequencies (PRFs) can be used for the two acquisitions, and the minimum required PRF difference can be analytically derived resorting to the power spectral density of the ambiguous signals. For the single-pass case, a slight variation of the PRI during the common acquisition is an effective solution in case an along-track baseline is present. In particular, a square wave PRI variation scheme outperforms sinusoidal or random ones. Finally, simulations using TanDEM-X data are presented to show the improvement in interferogram and DEM quality resulting from ambiguity decorrelation. This work is relevant for the design of future spaceborne interferometric SAR systems and for the enhanced exploitation of current ones.</description><identifier>ISSN: 0196-2892</identifier><identifier>EISSN: 1558-0644</identifier><identifier>DOI: 10.1109/TGRS.2022.3227316</identifier><identifier>CODEN: IGRSD2</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Ambiguity ; Autocorrelation ; Azimuth ; Azimuth ambiguities ; Coherence ; Decorrelation ; Design ; Digital Elevation Models ; Earth surface ; Exploitation ; Interferometry ; microwave remote sensing ; Power spectral density ; Pulse repetition frequency ; Pulse repetition interval ; Repetition ; SAR (radar) ; Spaceborne radar ; Square waves ; Swath width ; Synthetic aperture radar ; synthetic aperture radar (SAR) ; Variation</subject><ispartof>IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-13</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2022</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c266t-4b5e2aba7b77953f09ddf6e8f5b8d59b18027a257b9d6535c086c094942a293c3</citedby><cites>FETCH-LOGICAL-c266t-4b5e2aba7b77953f09ddf6e8f5b8d59b18027a257b9d6535c086c094942a293c3</cites><orcidid>0000-0001-7238-4240 ; 0000-0002-4548-0285 ; 0000-0002-1769-6927 ; 0000-0002-3436-9653 ; 0000-0003-4333-8012 ; 0000-0002-8061-2562</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/9973410$$EHTML$$P50$$Gieee$$Hfree_for_read</linktohtml><link.rule.ids>314,776,780,792,4009,27902,27903,27904,54737</link.rule.ids></links><search><creatorcontrib>Villano, Michelangelo</creatorcontrib><creatorcontrib>Peixoto, Maxwell Nogueira</creatorcontrib><creatorcontrib>Ustalli, Nertjana</creatorcontrib><creatorcontrib>Mittermayer, Josef</creatorcontrib><creatorcontrib>Krieger, Gerhard</creatorcontrib><creatorcontrib>Moreira, Alberto</creatorcontrib><title>Decorrelating Ambiguities in SAR Interferometry Through Slight PRI Variation</title><title>IEEE transactions on geoscience and remote sensing</title><addtitle>TGRS</addtitle><description>Synthetic aperture radar (SAR) interferometry is a well-established technique for producing high-resolution digital elevation models (DEMs) of the Earth's surface and measuring displacements on different time scales. Observations of SAR interferograms, however, show that azimuth ambiguities can be coherently imaged and may lead to phase biases and coherence losses that significantly degrade the interferometric performance. Whereas imposing very low ambiguity levels may represent a severe design constraint for a spaceborne SAR system, a slight variation of the pulse repetition interval (PRI) is a new, simple, yet effective technique to decorrelate ambiguities, which, in turn, reduces the phase biases and coherence losses without substantially affecting the imaged swath width. An additional benefit of the PRI variation is that range ambiguities also become decorrelated. This article addresses two cases. For the repeat-pass case, slightly different pulse repetition frequencies (PRFs) can be used for the two acquisitions, and the minimum required PRF difference can be analytically derived resorting to the power spectral density of the ambiguous signals. For the single-pass case, a slight variation of the PRI during the common acquisition is an effective solution in case an along-track baseline is present. In particular, a square wave PRI variation scheme outperforms sinusoidal or random ones. Finally, simulations using TanDEM-X data are presented to show the improvement in interferogram and DEM quality resulting from ambiguity decorrelation. This work is relevant for the design of future spaceborne interferometric SAR systems and for the enhanced exploitation of current ones.</description><subject>Ambiguity</subject><subject>Autocorrelation</subject><subject>Azimuth</subject><subject>Azimuth ambiguities</subject><subject>Coherence</subject><subject>Decorrelation</subject><subject>Design</subject><subject>Digital Elevation Models</subject><subject>Earth surface</subject><subject>Exploitation</subject><subject>Interferometry</subject><subject>microwave remote sensing</subject><subject>Power spectral density</subject><subject>Pulse repetition frequency</subject><subject>Pulse repetition interval</subject><subject>Repetition</subject><subject>SAR (radar)</subject><subject>Spaceborne radar</subject><subject>Square waves</subject><subject>Swath width</subject><subject>Synthetic aperture radar</subject><subject>synthetic aperture radar (SAR)</subject><subject>Variation</subject><issn>0196-2892</issn><issn>1558-0644</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>ESBDL</sourceid><sourceid>RIE</sourceid><recordid>eNo9kM9PwjAUgBujiYj-AcZLE8_D_u56JKhIskQD6LXptm6UwIptd-C_dwTi6V2-7728D4BHjCYYI_Wyni9XE4IImVBCJMXiCoww53mGBGPXYISwEhnJFbkFdzFuEcKMYzkCxautfAh2Z5LrWjjdl67tXXI2QtfB1XQJF12yobHB720KR7jeBN-3G7jauXaT4NdyAX9McIPuu3tw05hdtA-XOQbf72_r2UdWfM4Xs2mRVUSIlLGSW2JKI0spFacNUnXdCJs3vMxrrkqcIyIN4bJUteCUVygXFVJMMWKIohUdg-fz3kPwv72NSW99H7rhpCaSCy6Gp8VA4TNVBR9jsI0-BLc34agx0qdo-hRNn6LpS7TBeTo7zlr7zyslKcOI_gEIR2eT</recordid><startdate>2022</startdate><enddate>2022</enddate><creator>Villano, Michelangelo</creator><creator>Peixoto, Maxwell Nogueira</creator><creator>Ustalli, Nertjana</creator><creator>Mittermayer, Josef</creator><creator>Krieger, Gerhard</creator><creator>Moreira, Alberto</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>ESBDL</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7UA</scope><scope>8FD</scope><scope>C1K</scope><scope>F1W</scope><scope>FR3</scope><scope>H8D</scope><scope>H96</scope><scope>KR7</scope><scope>L.G</scope><scope>L7M</scope><orcidid>https://orcid.org/0000-0001-7238-4240</orcidid><orcidid>https://orcid.org/0000-0002-4548-0285</orcidid><orcidid>https://orcid.org/0000-0002-1769-6927</orcidid><orcidid>https://orcid.org/0000-0002-3436-9653</orcidid><orcidid>https://orcid.org/0000-0003-4333-8012</orcidid><orcidid>https://orcid.org/0000-0002-8061-2562</orcidid></search><sort><creationdate>2022</creationdate><title>Decorrelating Ambiguities in SAR Interferometry Through Slight PRI Variation</title><author>Villano, Michelangelo ; Peixoto, Maxwell Nogueira ; Ustalli, Nertjana ; Mittermayer, Josef ; Krieger, Gerhard ; Moreira, Alberto</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c266t-4b5e2aba7b77953f09ddf6e8f5b8d59b18027a257b9d6535c086c094942a293c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Ambiguity</topic><topic>Autocorrelation</topic><topic>Azimuth</topic><topic>Azimuth ambiguities</topic><topic>Coherence</topic><topic>Decorrelation</topic><topic>Design</topic><topic>Digital Elevation Models</topic><topic>Earth surface</topic><topic>Exploitation</topic><topic>Interferometry</topic><topic>microwave remote sensing</topic><topic>Power spectral density</topic><topic>Pulse repetition frequency</topic><topic>Pulse repetition interval</topic><topic>Repetition</topic><topic>SAR (radar)</topic><topic>Spaceborne radar</topic><topic>Square waves</topic><topic>Swath width</topic><topic>Synthetic aperture radar</topic><topic>synthetic aperture radar (SAR)</topic><topic>Variation</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Villano, Michelangelo</creatorcontrib><creatorcontrib>Peixoto, Maxwell Nogueira</creatorcontrib><creatorcontrib>Ustalli, Nertjana</creatorcontrib><creatorcontrib>Mittermayer, Josef</creatorcontrib><creatorcontrib>Krieger, Gerhard</creatorcontrib><creatorcontrib>Moreira, Alberto</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005–Present</collection><collection>IEEE Open Access Journals</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998–Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><collection>Water Resources Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources</collection><collection>Civil Engineering Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>IEEE transactions on geoscience and remote sensing</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Villano, Michelangelo</au><au>Peixoto, Maxwell Nogueira</au><au>Ustalli, Nertjana</au><au>Mittermayer, Josef</au><au>Krieger, Gerhard</au><au>Moreira, Alberto</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Decorrelating Ambiguities in SAR Interferometry Through Slight PRI Variation</atitle><jtitle>IEEE transactions on geoscience and remote sensing</jtitle><stitle>TGRS</stitle><date>2022</date><risdate>2022</risdate><volume>60</volume><spage>1</spage><epage>13</epage><pages>1-13</pages><issn>0196-2892</issn><eissn>1558-0644</eissn><coden>IGRSD2</coden><abstract>Synthetic aperture radar (SAR) interferometry is a well-established technique for producing high-resolution digital elevation models (DEMs) of the Earth's surface and measuring displacements on different time scales. 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For the single-pass case, a slight variation of the PRI during the common acquisition is an effective solution in case an along-track baseline is present. In particular, a square wave PRI variation scheme outperforms sinusoidal or random ones. Finally, simulations using TanDEM-X data are presented to show the improvement in interferogram and DEM quality resulting from ambiguity decorrelation. 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subjects | Ambiguity Autocorrelation Azimuth Azimuth ambiguities Coherence Decorrelation Design Digital Elevation Models Earth surface Exploitation Interferometry microwave remote sensing Power spectral density Pulse repetition frequency Pulse repetition interval Repetition SAR (radar) Spaceborne radar Square waves Swath width Synthetic aperture radar synthetic aperture radar (SAR) Variation |
title | Decorrelating Ambiguities in SAR Interferometry Through Slight PRI Variation |
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